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Bindings for Additive TidyModels additive logo

Lifecycle: Stable Codecov Test Coverage Last commit Commits since release R

CRAN Status CRAN Downloads License: MIT DOI

additive supports Generalized Additive Models (GAM) using mgcv with parsnip/tidymodels.

Installation

The stable version of additive can be installed from CRAN using:

install.packages("additive")

The development version of additive can be installed from GitHub using:

install.packages("pak")
pak::pkg_install("hsbadr/additive")

Example

library(additive)

set.seed(2020)
dat <- gamSim(1, n = 400, dist = "normal", scale = 2)

additive_mod <-
  additive() |>
  set_engine("mgcv") |>
  fit(
    y ~ s(x0) + s(x1) + s(x2) + s(x3),
    data = dat
  )

summary(additive_mod$fit)

For more details, get started with additive.

Citation

To cite additive in publications, please use:

citation("additive")

Hamada S. Badr (2024): additive: Bindings for Additive TidyModels, Comprehensive R Archive Network (CRAN). URL: https://hsbadr.github.io/additive/.

Contributing

This project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.